Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.9083333 0.9675826 0.9064292 0.0692971 0.8499537
bt 0.9083333 0.9598642 0.9200412 0.0861994 0.8372955
maxnet 0.8416667 0.9249768 0.7635096 0.1082982 0.7730781
gam 0.8833333 0.9364001 0.8824300 0.0874667 0.7767830
glm 0.8416667 0.9160235 0.3555746 0.1072818 0.7604199

Variable Importance

Partial Dependence